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Hand-picked by the DeepThought team, a strong place to start.

🤖Algorithmic Monoculture🏭Supply Concentration🪨Why Shared Layers Dominate🔍Auditing the Invisible🧩Shared Layers, Systemic Risk
starFeatured

Shared Layers, Systemic Risk

How concentration in an invisible layer, a shared hiring model, a memory market, a CPU cache, turns local efficiency into systemic fragility.

tech16 Nodes , Jun 28, 2026 , 5 languages
💰The 30% Toll🔓External Billing⚖️Epic v. Google🌐Regulatory Pincer🚀What Changes for Developers❓Does the Discount Reach Anyone?🏰Platform Rent Under Siege
starFeatured

Platform Rent Under Siege

A structural map of how the app-store 'toll' on developer revenue is being dismantled by litigation and regulation, and whether the savings actually reach developers and consumers.

finance22 Nodes , Jun 25, 2026 , 5 languages
📦Supply Chain as Attack Surface🔌Protocol-Level Exposure🧯What Actually Contains the Blast👥Shared Responsibility, Owned by the Deployer🦆UX Backlash as Adjacent Signal🛡️The Agent Trust Boundary
starFeatured

The Agent Trust Boundary

A map of how MCP-driven AI agents inherit trust from supply chains, protocols, and tools, and what containment primitives actually push the blast radius back.

tech15 Nodes , May 27, 2026 , 5 languages
🔀Model Routing🤖Agentic Workflow Cost Explosion🛡️Defense AI: Same Inference Problem👨‍💻LLM Inference Cost Engineer⚡Inference Economics
starFeatured

Inference Economics

The AI competitive axis has shifted from model capability to inference economics. As agentic workflows multiply LLM calls per request, inference cost becomes the gross-margin variable, reshaping SaaS pricing, model architecture, and defense AI deployment all at once.

InferenceEconomics15 Nodes , May 12, 2026 , 5 languages
📦What was known before release📊The numbers that actually came in🎯The forecast this map wrote on May 6🧮What a presale guarantees🧭Where this leaves work🎞️Presold to 124 countries, seen by 5.94 million
starFeatured

Presold to 124 countries, seen by 5.94 million

Scoring a pre-release forecast against the actual admissions, and what a presale number does not guarantee

Gunche23 Nodes , May 6, 2026 , 5 languages
🏢What the venture actually looks like📈Why Japan, why now🔍What is still unconfirmed🎬What changes on the location side🛠️Localization becomes standing work🧭A job opens up🗾They founded a company instead of selling rights
starFeatured

They founded a company instead of selling rights

The real stakes and roles inside the CJ ENM, TBS and U-NEXT joint venture StudioMonowa, and what has not been announced yet

K-content20 Nodes , May 4, 2026 , 5 languages

All maps

23 maps

🗒️Objective📏Key Result🔗Alignment🎚️Scoring (0.0 to 1.0)⚖️Committed and aspirational🗓️Running the quarter🧭OKR

OKR

OKR runs a quarter on one objective line and three or four key results. This map works through why the objective carries no numbers, how output metrics differ from outcome metrics, what has to be true before 0.6 to 0.7 scoring means anything, and what happens when committed and aspirational goals share an unlabeled page. The writing day is not where it gets decided; the three months after are.

Framework18 Nodes , Sep 9, 2026 , 5 languages
🧩One rate, two stories💵What rose in price, what shipped more📐Compared with what⚖️Imports subtracted from exports🧾These figures are not final📊Price or Volume

Price or Volume

In a month when Korea's export total rose 68.7%, refined petroleum products gained 65% in value while the volume actually shipped fell 2%. The first reason given for the fall in cars is not sales but where last year's factory holiday landed on the calendar. One line reading $98.25 billion holds items that moved in opposite directions.

Korea20 Nodes , Sep 7, 2026 , 5 languages
🎼One song, several owners🏛️Societies do the collecting📄The document that sets the ratio📈Charts are a different ledger🔍What the player screen hides🎧How Korea Splits a Music Stream

How Korea Splits a Music Stream

The money behind one play does not land on one person. Rights fork into songwriting, performance and the recording itself, with collecting societies and a government approved tariff sitting in between. The 65 to 35 streaming split was fixed in 2018, and a chart position comes out of an entirely different ledger.

Korea19 Nodes , Sep 6, 2026 , 5 languages
🔒The hole left by the resident number🏛️The designated seat📜The day certificates split🏦Finance has its own rulebook🛂Where foreign residents get stuck🪪How Korea Knows It's You

How Korea Knows It's You

In Korea almost every sign-up screen asks for a mobile number before it lets you through. This map unfolds the layers stacked on top of the 2012 ban on collecting resident registration numbers online: designated verification bodies, certificates, financial identity rules, and mobile ID. It ends where foreign residents meet a different outcome on the same screen.

Korea20 Nodes , Sep 5, 2026 , 5 languages
💵Capital moved from equity into power plants🔌522 in the queue, ten approved🎮Memory arrives as a console price tag📉One word in the announcement🧭Where to read the numbers🧾Power, memory, and the layoff memo

Who Gets the Bill

Money spent on the AI buildout does not settle inside the data center. This map lays out the three places the cost actually lands: the power contract that recovers what someone paid to secure electricity, the memory that reached the data center first, and the single word written into a layoff announcement.

AIInfrastructure19 Nodes , Aug 20, 2026 , 5 languages
📡Terrestrial TV, license and duty📺The pay-TV ecosystem📻Radio, a map of frequencies🎬The economics of the program📱The audience moves🗼The System Behind the Channel

The System Behind the Channel

Korean broadcasting read not by channel number but by license and funding: terrestrial networks, general programming channels, cable PPs, radio, and OTT. One canvas on how the money paths of license fees, ads, carriage fees, and subscriptions shape what airs.

media20 Nodes , Aug 18, 2026 , 5 languages
💳One fare, many operators🎨Color as hierarchy🛟Designing for mistakes🪪The infrastructure of one card💡What the system teaches🚇Transfer by Design

Transfer by Design

Why Seoul transit, run by dozens of operators, bills like one system on one card. From the integrated transfer discount and the color-coded route hierarchy to the 15-minute re-entry waiver, a systems-design reading of urban transit.

travel20 Nodes , Aug 18, 2026 , 5 languages
🔥Q1: urgent + important🌱Q2: important + not urgent📮Q3: urgent + not important🗑️Q4: not urgent + not important⚠️Common distortions📅The weekly operating ritual⏳Eisenhower Matrix

Eisenhower Matrix

An operating map for the Eisenhower Matrix, separating urgent from important: action principles for the four quadrants, the distortions where urgency impersonates importance, and the weekly review ritual that protects Q2.

Framework16 Nodes , Jul 20, 2026 , 5 languages
🔍Step 1: identify inertial assumptions🔨Step 2: decompose🏗️Step 3: reassemble🪞Contrast with analogy💰Applied: cost structure⚙️Applied: technology choice🧱First Principles Thinking

First Principles Thinking

A working procedure for first principles thinking: expose the inertial assumptions, break the problem down to facts, and rebuild from a blank page. Two applied examples in cost structure and technology choice, the division of labor with reasoning by analogy, and the boundary that prevents overuse.

Framework15 Nodes , Jul 20, 2026 , 5 languages
🎯Define the problem⚠️Common traps🌿When causes fork🔁Five Whys

Five Whys

An operating map for Five Whys, from symptom down to process defect: defining the problem, what happens at each layer of the five whys, the three traps of blaming people, settling for the first answer, and chaining guesses, plus verifying that the fix actually prevents recurrence.

Framework16 Nodes , Jul 20, 2026 , 5 languages
💪Strengths (S)🩹Weaknesses (W)🌊Opportunities (O)⛈️Threats (T)🧩Crossover strategy (TOWS)📏Operating rules🧭SWOT Analysis

SWOT Analysis

How to use SWOT without stopping at four filled boxes: the qualifying questions and common misreads for each quadrant, SO and WT crossover strategies, and the operating rules that keep the page alive.

Framework17 Nodes , Jul 20, 2026 , 5 languages
🧩Three Technical Bets⚖️Specialist vs General VLM🛠️Pipeline Placement📊The Benchmark Ceiling🔬OCR Is Research Again

OCR Is Research Again

Why document OCR stopped being a solved commodity in 2026, small specialized models, page-uncut long-horizon parsing, and a benchmark ceiling that no longer separates the leaders.

tech15 Nodes , Jun 24, 2026 , 5 languages
📐The LoRA baseline🎯Better initialization🧭Weight decomposition🗂️Parameter sharing⚙️Free tweaks on top💾Memory wall🔬Beyond LoRA

Beyond LoRA

A map of parameter-efficient fine-tuning after LoRA, how DoRA, PiSSA, VeRA and friends trade accuracy against memory on a single Pareto frontier.

tech12 Nodes , Jun 24, 2026 , 5 languages
💸The Squeeze⚖️£100M and the Exit Clock🔓The License You Already Bought

The License You Already Bought

How Broadcom's conversion of perpetual VMware licenses into subscriptions broke a contract, opened a migration market, and pushed enterprises toward Proxmox, Nutanix, and OpenStack.

tech11 Nodes , Jun 24, 2026 , 5 languages
🤖Generative Production⚖️The Trust Constraint🛠️The Tooling Gap🏛️The Human Counterweight🎬The Story Economy

The Story Economy

A map exploring how generative AI reshapes the content economy, automating production while pushing value toward trust, tooling, and physical authenticity.

GenerativeAI16 Nodes , May 17, 2026 , 5 languages
🌱The Hallucination Problem🚀Cost Creates the Market💼Verification as a Discipline🎯Where Founders Practice🎮AI as Image Generator🔬AI Output, Verified

AI Output, Verified

How arXiv's ban on hallucinated citations turned AI-output verification into a priced market, an engineering discipline, and a founder's opening.

AIVerification16 Nodes , May 16, 2026 , 5 languages
🏥Medical Tourism: 2M🎬K-Content Driver🎰Foreigner-Only Casino Stocks🚀Startup Opportunity Map🇰🇷Korea Tourism Surplus

Korea Tourism Surplus: Inbound Tech Opportunity

Korea's first tourism trade surplus in 11 years, ₩387.5B in March 2026, 4.74M monthly visitors, 2M annual medical tourists, signals a structural shift that opens product gaps in OTA, medical-tourism SaaS, and K-content travel platforms.

KTourism13 Nodes , May 15, 2026 , 5 languages
🧠7 Cognitive-Function Axes🌐6 Execution-Topology Axes⚖️5 Empirical Laws🔧Framework Selection Guide📐Agentic-AI Engineer🤖LLM Agent Design Patterns

LLM Agent Design Patterns

arXiv:2605.13850 systematizes 27 agent design patterns from 7 cognitive axes × 6 execution topologies, with 5 empirical laws for selection. GraphBit (arXiv:2605.13848) takes the DAG + Rust-engine approach to 67.6% on GAIA, a 14.7pp gain with 0% hallucination.

LLMAgents12 Nodes , May 15, 2026 , 5 languages
💸GTA 6: The $2B Budget❌Sega's Super Game: F2P Fails Again🍄Nintendo: The Counter-Model🎯GameStop's eBay Bid📊The Industry Structure in 2026🎮Game Industry Bifurcation

AAA Consolidation

GTA 6's $2B budget, Sega's canceled Super Game, and Nintendo's record revenue all point one way: the industry is splitting into ultra-scale AAA and indie, F2P/GaaS fails for all but the entrenched incumbents, and the middle is collapsing.

GameIndustry12 Nodes , May 12, 2026 , 5 languages
🔒CUDA Software Moat💸$40B Equity Strategy🧠SK Hynix HBM⚡Fracture Conditions🏗️AI Platform

AI Platform Vertical Integration

How Nvidia turned from a chip maker into the operating system of AI: the 20-year CUDA software moat, a $40B equity strategy, SK Hynix's HBM structural lock-in, and the fracture conditions that could still erode the moat.

Nvidia13 Nodes , May 11, 2026 , 5 languages
🧠Customer Pain✨Promise Shift📦Offer Stack📈Proof Layer⏱️Launch Beats🚀Launch Narrative

Launch Narrative

A product launch map structured like a public landing story instead of an internal checklist.

product10 Nodes , Mar 20, 2026 , 5 languages
✍️Capture quotes🧵Connect themes🪄Turn into claims🗂️Build outline📰Publish note📚Reading System

Reading System

A compact second-brain flow for turning reading notes into visible arguments and drafts.

notes10 Nodes , Mar 18, 2026 , 5 languages
☕Cafe Sequence🏙️Street Texture🧍Portrait Mood🎨Color Board🎞️Edit Order📷Seoul Weekend Shots

Seoul Weekend Shots

A lightweight creative brief for planning places, moods, and scenes before a short city walk.

travel10 Nodes , Mar 14, 2026 , 5 languages

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Read AI and tech shifts as one annotated mindmap, then fork any map into your own draft and keep drawing.

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